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README.md

fcos.res50.fpn.coco.800size.1x

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.387
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.575
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.417
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.226
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.427
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.499
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.320
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.534
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.570
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.364
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.617
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.720
AP AP50 AP75 APs APm APl
38.719 57.490 53.539 46.949 41.692 35.188

Per-category bbox AP:

category AP category AP category AP
person 53.282 bicycle 29.202 car 42.108
motorcycle 38.985 airplane 63.561 bus 63.563
train 57.491 truck 31.925 boat 21.811
traffic light 25.712 fire hydrant 64.749 stop sign 64.309
parking meter 42.604 bench 20.516 bird 34.071
cat 64.635 dog 61.370 horse 52.967
sheep 51.680 cow 56.638 elephant 62.866
bear 71.860 zebra 66.408 giraffe 65.609
backpack 14.180 umbrella 37.956 handbag 13.694
tie 27.788 suitcase 34.438 frisbee 64.418
skis 18.604 snowboard 29.170 sports ball 45.519
kite 40.818 baseball bat 25.096 baseball glove 34.597
skateboard 47.097 surfboard 30.247 tennis racket 45.019
bottle 35.221 wine glass 34.911 cup 41.024
fork 27.317 knife 14.199 spoon 13.405
bowl 39.203 banana 23.568 apple 18.976
sandwich 31.181 orange 31.731 broccoli 22.755
carrot 19.831 hot dog 27.377 pizza 49.126
donut 43.932 cake 35.290 chair 26.128
couch 41.758 potted plant 26.208 bed 39.194
dining table 25.756 toilet 57.755 tv 51.880
laptop 55.564 mouse 59.272 remote 26.730
keyboard 44.607 cell phone 33.582 microwave 58.325
oven 29.844 toaster 26.954 sink 33.510
refrigerator 51.442 book 12.788 clock 48.099
vase 34.989 scissors 19.893 teddy bear 43.942
hair drier 7.573 toothbrush 16.101